Understanding deep learning techniques for recognition of human emotions using facial expressions: A comprehensive survey

M Karnati, A Seal, D Bhattacharjee… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Emotion recognition plays a significant role in cognitive psychology research. However,
measuring emotions is a challenging task. Thus, several approaches have been designed …

[HTML][HTML] Automatic emotion recognition in children with autism: a systematic literature review

A Landowska, A Karpus, T Zawadzka, B Robins… - Sensors, 2022 - mdpi.com
The automatic emotion recognition domain brings new methods and technologies that might
be used to enhance therapy of children with autism. The paper aims at the exploration of …

Towards anatomy education with generative AI-based virtual assistants in immersive virtual reality environments

V Chheang, S Sharmin… - … and eXtended and …, 2024 - ieeexplore.ieee.org
Virtual reality (VR) and interactive 3D visualization systems have enhanced educational
experiences and environments, particularly in complicated subjects such as anatomy …

Improving the movement synchrony estimation with action quality assessment in children play therapy

J Li, A Bhat, R Barmaki - … of the 2021 International Conference on …, 2021 - dl.acm.org
Movement synchrony refers to the dynamic temporal connection between the motions of
interacting people. The automatic measurement of movement synchrony is worth studying …

Video-based continuous affect recognition of children with Autism Spectrum Disorder using deep learning

M Dia, G Khodabandelou, AQM Sabri… - … Signal Processing and …, 2024 - Elsevier
Affect recognition is currently an active research area for machine learning researchers.
Researchers are paying more and more attention to the assessment and the classification of …

Pose uncertainty aware movement synchrony estimation via spatial-temporal graph transformer

J Li, A Bhat, R Barmaki - … of the 2022 International Conference on …, 2022 - dl.acm.org
The concept of movement synchrony is derived from the scientific study of interacting dyads
in the autism field. Automated movement synchrony estimation has been achieved by …

Social visual behavior analytics for autism therapy of children based on automated mutual gaze detection

Z Guo, V Chheang, J Li, KE Barner, A Bhat… - Proceedings of the 8th …, 2023 - dl.acm.org
Social visual behavior, as a type of non-verbal communication, plays a central role in
studying social cognitive processes in interactive and complex settings of autism therapy …

[HTML][HTML] Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review

O Banos, Z Comas-González, J Medina, A Polo… - International Journal of …, 2024 - Elsevier
Abstract Background Human Emotion Recognition (HER) has been a popular field of study
in the past years. Despite the great progresses made so far, relatively little attention has …

An automated mutual gaze detection framework for social behavior assessment in therapy for children with autism

Z Guo, K Kim, A Bhat, R Barmaki - Proceedings of the 2021 International …, 2021 - dl.acm.org
Mutual gaze is one of the most significant, reliable, and observable social cues that we can
use for establishing and maintaining successful social interactions. This cue has been …

Visual feedback and guided balance training in an immersive virtual reality environment for lower extremity rehabilitation

S Segear, V Chheang, L Baron, J Li, K Kim… - Computers & …, 2024 - Elsevier
Balance training is essential for physical rehabilitation procedures, as it can improve
functional mobility and enhance cognitive coordination. However, conventional balance …